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Wu0409 / DuPL

[CVPR'24] DuPL: Dual Student with Trustworthy Progressive Learning for Robust Weakly Supervised Semantic Segmentation.
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custom dataset question #4

Closed chenruipeng123 closed 3 months ago

chenruipeng123 commented 3 months ago

Hi Dear Author, I want to use custom dataset for training, but my custom dataset doesn't have img_box, but your code is based on voc or coco dataset for training, it is covering img_box, how do I need to change the code?

Wu0409 commented 3 months ago

Hey, thank you for your interest in our project! 😊

DuPL is trained entirely using image-level labels without any bounding box information. The img_box you mentioned likely refers to the boxes obtained through augmentation strategies. We use the crop box to filter out regions that do not belong to the image.

To quickly adapt to custom datasets, you can use VOC-style annotations or customize the data pipeline.

Feel free to reach out if you have any other questions.

Wu0409 commented 3 months ago

no further updates.